Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0010	2	8.9530	0.0123	8.9530	2.9922
No log	0.0020	4	7.4580	0.0	7.4580	2.7309
No log	0.0030	6	6.9770	0.0	6.9770	2.6414
No log	0.0040	8	6.2652	0.0	6.2652	2.5030
No log	0.0050	10	5.1650	0.0128	5.1650	2.2727
No log	0.0060	12	4.1950	0.0	4.1950	2.0482
No log	0.0070	14	3.3490	0.0040	3.3490	1.8300
No log	0.0080	16	2.6004	0.0268	2.6004	1.6126
No log	0.0090	18	1.7777	0.0568	1.7777	1.3333
No log	0.0100	20	1.4056	0.0211	1.4056	1.1856
No log	0.0110	22	1.0668	0.0211	1.0668	1.0328
No log	0.0119	24	0.8988	0.3325	0.8988	0.9480
No log	0.0129	26	0.8937	0.1241	0.8937	0.9453
No log	0.0139	28	0.8945	0.0571	0.8945	0.9458
No log	0.0149	30	0.8930	0.1096	0.8930	0.9450
No log	0.0159	32	0.7907	0.2042	0.7907	0.8892
No log	0.0169	34	0.9287	0.1114	0.9287	0.9637
No log	0.0179	36	0.8288	0.1650	0.8288	0.9104
No log	0.0189	38	0.9654	0.1236	0.9654	0.9825
No log	0.0199	40	1.3904	0.1727	1.3904	1.1792
No log	0.0209	42	1.2758	0.0143	1.2758	1.1295
No log	0.0219	44	1.1575	0.0143	1.1575	1.0759
No log	0.0229	46	0.9687	0.0286	0.9687	0.9842
No log	0.0239	48	0.9165	0.0286	0.9165	0.9573
No log	0.0249	50	1.0525	0.0143	1.0525	1.0259
No log	0.0259	52	1.0307	0.0286	1.0307	1.0152
No log	0.0269	54	0.8539	0.0644	0.8539	0.9241
No log	0.0279	56	0.8507	0.0540	0.8507	0.9223
No log	0.0289	58	0.9156	0.0286	0.9156	0.9569
No log	0.0299	60	0.8802	0.0286	0.8802	0.9382
No log	0.0309	62	0.8902	0.0286	0.8902	0.9435
No log	0.0319	64	0.9558	0.0286	0.9558	0.9776
No log	0.0329	66	0.8566	0.0925	0.8566	0.9255
No log	0.0338	68	0.8224	0.1630	0.8224	0.9069
No log	0.0348	70	1.0240	0.0286	1.0240	1.0119
No log	0.0358	72	1.1150	0.0286	1.1150	1.0559
No log	0.0368	74	0.9927	0.0143	0.9927	0.9964
No log	0.0378	76	0.9284	0.0143	0.9284	0.9636
No log	0.0388	78	0.9237	0.0143	0.9237	0.9611
No log	0.0398	80	0.8587	0.0375	0.8587	0.9267
No log	0.0408	82	0.8206	0.0696	0.8206	0.9058
No log	0.0418	84	0.9032	0.0375	0.9032	0.9504
No log	0.0428	86	1.2352	0.2637	1.2352	1.1114
No log	0.0438	88	1.3045	0.2759	1.3045	1.1421
No log	0.0448	90	0.9399	0.1329	0.9399	0.9695
No log	0.0458	92	0.8718	0.1289	0.8718	0.9337
No log	0.0468	94	1.1201	0.1906	1.1201	1.0583
No log	0.0478	96	1.1226	0.1084	1.1226	1.0595
No log	0.0488	98	0.9174	0.0233	0.9174	0.9578
No log	0.0498	100	0.8351	0.0554	0.8351	0.9138
No log	0.0508	102	0.8816	0.0233	0.8816	0.9390
No log	0.0518	104	1.0934	0.0282	1.0934	1.0456
No log	0.0528	106	1.3930	0.2568	1.3930	1.1802
No log	0.0538	108	1.3899	0.2258	1.3899	1.1789
No log	0.0548	110	1.2294	0.0589	1.2294	1.1088
No log	0.0557	112	1.0065	0.0143	1.0065	1.0032
No log	0.0567	114	0.8608	0.0305	0.8608	0.9278
No log	0.0577	116	0.8525	0.0500	0.8525	0.9233
No log	0.0587	118	0.9072	0.0233	0.9072	0.9525
No log	0.0597	120	0.9880	0.0143	0.9880	0.9940
No log	0.0607	122	1.1845	0.1310	1.1845	1.0883
No log	0.0617	124	1.2850	0.2336	1.2850	1.1336
No log	0.0627	126	1.1826	0.1612	1.1826	1.0875
No log	0.0637	128	0.9616	0.0143	0.9616	0.9806
No log	0.0647	130	0.8781	0.0375	0.8781	0.9370
No log	0.0657	132	0.7978	0.1503	0.7978	0.8932
No log	0.0667	134	0.7961	0.1727	0.7961	0.8922
No log	0.0677	136	0.7928	0.1451	0.7928	0.8904
No log	0.0687	138	0.8448	0.0996	0.8448	0.9191
No log	0.0697	140	0.8556	0.0767	0.8556	0.9250
No log	0.0707	142	0.9000	0.0731	0.9000	0.9487
No log	0.0717	144	0.8789	0.0731	0.8789	0.9375
No log	0.0727	146	0.8572	0.0890	0.8572	0.9259
No log	0.0737	148	0.9060	0.1009	0.9060	0.9518
No log	0.0747	150	0.8392	0.1098	0.8392	0.9161
No log	0.0757	152	0.7734	0.1904	0.7734	0.8794
No log	0.0767	154	0.7565	0.3026	0.7565	0.8698
No log	0.0777	156	0.7717	0.3350	0.7717	0.8785
No log	0.0786	158	0.7308	0.3371	0.7308	0.8549
No log	0.0796	160	0.7186	0.2735	0.7186	0.8477
No log	0.0806	162	0.9671	0.3106	0.9671	0.9834
No log	0.0816	164	1.1249	0.2547	1.1249	1.0606
No log	0.0826	166	0.9761	0.3686	0.9761	0.9880
No log	0.0836	168	0.6741	0.3065	0.6741	0.8211
No log	0.0846	170	0.6406	0.4126	0.6406	0.8004
No log	0.0856	172	0.6376	0.3464	0.6376	0.7985
No log	0.0866	174	0.6941	0.2807	0.6941	0.8331
No log	0.0876	176	0.8706	0.3028	0.8706	0.9331
No log	0.0886	178	0.9660	0.3806	0.9660	0.9829
No log	0.0896	180	0.7861	0.3164	0.7861	0.8866
No log	0.0906	182	0.6607	0.3123	0.6607	0.8129
No log	0.0916	184	0.7114	0.4340	0.7114	0.8434
No log	0.0926	186	0.7374	0.3758	0.7374	0.8587
No log	0.0936	188	0.6242	0.4106	0.6242	0.7901
No log	0.0946	190	0.7577	0.4336	0.7577	0.8704
No log	0.0956	192	0.9852	0.3617	0.9852	0.9926
No log	0.0966	194	0.8766	0.4096	0.8766	0.9363
No log	0.0976	196	0.6885	0.3571	0.6885	0.8298
No log	0.0986	198	0.6745	0.3868	0.6745	0.8213
No log	0.0996	200	0.7845	0.4392	0.7845	0.8857
No log	0.1005	202	0.8984	0.4497	0.8984	0.9479
No log	0.1015	204	0.8567	0.4600	0.8567	0.9256
No log	0.1025	206	0.6808	0.3991	0.6808	0.8251
No log	0.1035	208	0.7096	0.3867	0.7096	0.8424
No log	0.1045	210	0.8842	0.3981	0.8842	0.9403
No log	0.1055	212	0.9147	0.3788	0.9147	0.9564
No log	0.1065	214	0.9458	0.4185	0.9458	0.9725
No log	0.1075	216	0.7724	0.4284	0.7724	0.8789
No log	0.1085	218	0.8009	0.4105	0.8009	0.8949
No log	0.1095	220	1.1165	0.3572	1.1165	1.0566
No log	0.1105	222	1.2056	0.3022	1.2056	1.0980
No log	0.1115	224	1.0163	0.3448	1.0163	1.0081
No log	0.1125	226	0.7954	0.2835	0.7954	0.8919
No log	0.1135	228	0.7790	0.2837	0.7790	0.8826
No log	0.1145	230	1.0016	0.3699	1.0016	1.0008
No log	0.1155	232	1.1150	0.3501	1.1150	1.0559
No log	0.1165	234	0.8860	0.3933	0.8860	0.9413
No log	0.1175	236	0.7705	0.3893	0.7705	0.8778
No log	0.1185	238	0.7937	0.4048	0.7937	0.8909
No log	0.1195	240	0.9770	0.3906	0.9770	0.9885
No log	0.1205	242	1.0461	0.3918	1.0461	1.0228
No log	0.1215	244	1.1288	0.3571	1.1288	1.0625
No log	0.1224	246	0.8531	0.4067	0.8531	0.9237
No log	0.1234	248	0.7112	0.4543	0.7112	0.8433
No log	0.1244	250	0.7256	0.4395	0.7256	0.8518
No log	0.1254	252	0.8672	0.4267	0.8672	0.9312
No log	0.1264	254	0.9889	0.4115	0.9889	0.9944
No log	0.1274	256	0.8928	0.4331	0.8928	0.9449
No log	0.1284	258	0.7365	0.4578	0.7365	0.8582
No log	0.1294	260	0.6501	0.4834	0.6501	0.8063
No log	0.1304	262	0.7382	0.5076	0.7382	0.8592
No log	0.1314	264	0.8518	0.4838	0.8518	0.9229
No log	0.1324	266	1.0434	0.4015	1.0434	1.0215
No log	0.1334	268	0.8191	0.4668	0.8191	0.9050
No log	0.1344	270	0.5779	0.5321	0.5779	0.7602
No log	0.1354	272	0.5901	0.4963	0.5901	0.7682
No log	0.1364	274	0.5723	0.5036	0.5723	0.7565
No log	0.1374	276	0.7062	0.4518	0.7062	0.8404
No log	0.1384	278	0.7695	0.4463	0.7695	0.8772
No log	0.1394	280	0.7880	0.4527	0.7880	0.8877
No log	0.1404	282	0.6593	0.5126	0.6593	0.8120
No log	0.1414	284	0.5614	0.5430	0.5614	0.7493
No log	0.1424	286	0.5583	0.5499	0.5583	0.7472
No log	0.1434	288	0.7065	0.5247	0.7065	0.8405
No log	0.1444	290	1.1030	0.3799	1.1030	1.0502
No log	0.1453	292	1.0846	0.3799	1.0846	1.0415
No log	0.1463	294	0.7374	0.4927	0.7374	0.8587
No log	0.1473	296	0.5602	0.5353	0.5602	0.7484
No log	0.1483	298	0.5671	0.5300	0.5671	0.7531
No log	0.1493	300	0.5925	0.4967	0.5925	0.7697
No log	0.1503	302	0.7649	0.4167	0.7649	0.8746
No log	0.1513	304	0.7484	0.4041	0.7484	0.8651
No log	0.1523	306	0.6481	0.4320	0.6481	0.8050
No log	0.1533	308	0.6634	0.4353	0.6634	0.8145
No log	0.1543	310	0.7217	0.4236	0.7217	0.8496
No log	0.1553	312	0.7846	0.3844	0.7846	0.8858
No log	0.1563	314	1.1188	0.3477	1.1188	1.0577
No log	0.1573	316	1.2659	0.3097	1.2659	1.1251
No log	0.1583	318	1.0180	0.3635	1.0180	1.0089
No log	0.1593	320	0.7055	0.3692	0.7055	0.8400
No log	0.1603	322	0.6647	0.3706	0.6647	0.8153
No log	0.1613	324	0.7103	0.3700	0.7103	0.8428
No log	0.1623	326	1.0247	0.3490	1.0247	1.0123
No log	0.1633	328	1.2355	0.3179	1.2355	1.1115
No log	0.1643	330	0.9986	0.3762	0.9986	0.9993
No log	0.1653	332	0.7157	0.4301	0.7157	0.8460
No log	0.1663	334	0.6914	0.4673	0.6914	0.8315
No log	0.1672	336	0.7506	0.4461	0.7506	0.8664
No log	0.1682	338	1.1733	0.3430	1.1733	1.0832
No log	0.1692	340	1.4576	0.2797	1.4576	1.2073
No log	0.1702	342	1.2060	0.3025	1.2060	1.0982
No log	0.1712	344	0.8776	0.3006	0.8776	0.9368
No log	0.1722	346	0.7426	0.4452	0.7426	0.8617
No log	0.1732	348	0.7202	0.4876	0.7202	0.8486
No log	0.1742	350	0.7363	0.4828	0.7363	0.8581
No log	0.1752	352	0.8832	0.4287	0.8832	0.9398
No log	0.1762	354	1.0861	0.3608	1.0861	1.0421
No log	0.1772	356	1.0141	0.3558	1.0141	1.0070
No log	0.1782	358	0.7581	0.3958	0.7581	0.8707
No log	0.1792	360	0.6796	0.4373	0.6796	0.8244
No log	0.1802	362	0.6492	0.4686	0.6492	0.8057
No log	0.1812	364	0.6564	0.4749	0.6564	0.8102
No log	0.1822	366	0.8078	0.4514	0.8078	0.8988
No log	0.1832	368	1.0135	0.4010	1.0135	1.0067
No log	0.1842	370	0.9454	0.4074	0.9454	0.9723
No log	0.1852	372	0.7105	0.4293	0.7105	0.8429
No log	0.1862	374	0.6755	0.4395	0.6755	0.8219
No log	0.1872	376	0.6702	0.4438	0.6702	0.8187
No log	0.1882	378	0.6866	0.4697	0.6866	0.8286
No log	0.1891	380	0.9157	0.4010	0.9157	0.9569
No log	0.1901	382	0.9731	0.3563	0.9731	0.9864
No log	0.1911	384	0.8107	0.3996	0.8107	0.9004
No log	0.1921	386	0.6688	0.4336	0.6688	0.8178
No log	0.1931	388	0.6619	0.4468	0.6619	0.8136
No log	0.1941	390	0.7455	0.4334	0.7455	0.8634
No log	0.1951	392	0.9214	0.3966	0.9214	0.9599
No log	0.1961	394	0.9836	0.3857	0.9836	0.9918
No log	0.1971	396	0.8708	0.4456	0.8708	0.9332
No log	0.1981	398	0.8429	0.4500	0.8429	0.9181
No log	0.1991	400	0.8029	0.4605	0.8029	0.8960
No log	0.2001	402	0.8374	0.4636	0.8374	0.9151
No log	0.2011	404	0.9335	0.4296	0.9335	0.9662
No log	0.2021	406	0.7837	0.4183	0.7837	0.8853
No log	0.2031	408	0.8032	0.4086	0.8032	0.8962
No log	0.2041	410	0.8144	0.3969	0.8144	0.9024
No log	0.2051	412	0.6750	0.4252	0.6750	0.8216
No log	0.2061	414	0.6618	0.4316	0.6618	0.8135
No log	0.2071	416	0.7481	0.4134	0.7481	0.8650
No log	0.2081	418	0.7516	0.4071	0.7516	0.8670
No log	0.2091	420	0.6785	0.4250	0.6785	0.8237
No log	0.2101	422	0.7203	0.4304	0.7203	0.8487
No log	0.2111	424	0.7121	0.4403	0.7121	0.8439
No log	0.2120	426	0.6910	0.4684	0.6910	0.8312
No log	0.2130	428	0.7627	0.4755	0.7627	0.8733
No log	0.2140	430	0.7217	0.4857	0.7217	0.8496
No log	0.2150	432	0.8416	0.4521	0.8416	0.9174
No log	0.2160	434	0.7336	0.4493	0.7336	0.8565
No log	0.2170	436	0.7068	0.4547	0.7068	0.8407
No log	0.2180	438	0.9017	0.4393	0.9017	0.9496
No log	0.2190	440	0.9726	0.4131	0.9726	0.9862
No log	0.2200	442	0.9349	0.4133	0.9349	0.9669
No log	0.2210	444	0.6450	0.4732	0.6450	0.8031
No log	0.2220	446	0.6099	0.4871	0.6099	0.7810
No log	0.2230	448	0.7305	0.4353	0.7305	0.8547
No log	0.2240	450	0.7957	0.4325	0.7957	0.8920
No log	0.2250	452	0.7491	0.4283	0.7491	0.8655
No log	0.2260	454	0.6923	0.4338	0.6923	0.8321
No log	0.2270	456	0.6611	0.4516	0.6611	0.8131
No log	0.2280	458	0.7578	0.4526	0.7578	0.8705
No log	0.2290	460	0.7588	0.4435	0.7588	0.8711
No log	0.2300	462	0.6455	0.4880	0.6455	0.8034
No log	0.2310	464	0.6473	0.4875	0.6473	0.8045
No log	0.2320	466	0.6352	0.4758	0.6352	0.7970
No log	0.2330	468	0.7158	0.4875	0.7158	0.8460
No log	0.2339	470	0.8432	0.4498	0.8432	0.9183
No log	0.2349	472	0.6875	0.4904	0.6875	0.8291
No log	0.2359	474	0.8025	0.4647	0.8025	0.8958
No log	0.2369	476	0.9204	0.4555	0.9204	0.9594
No log	0.2379	478	0.6942	0.5019	0.6942	0.8332
No log	0.2389	480	0.7657	0.4698	0.7657	0.8751
No log	0.2399	482	0.8552	0.4209	0.8552	0.9248
No log	0.2409	484	0.7284	0.4264	0.7284	0.8535
No log	0.2419	486	0.6452	0.4942	0.6452	0.8032
No log	0.2429	488	0.6528	0.4775	0.6528	0.8079
No log	0.2439	490	0.6438	0.5069	0.6438	0.8024
No log	0.2449	492	0.6699	0.5049	0.6699	0.8185
No log	0.2459	494	0.6741	0.5178	0.6741	0.8210
No log	0.2469	496	0.7040	0.5405	0.7040	0.8391
No log	0.2479	498	0.6815	0.5251	0.6815	0.8255
1.0006	0.2489	500	0.6678	0.5180	0.6678	0.8172
1.0006	0.2499	502	0.6513	0.5256	0.6513	0.8070
1.0006	0.2509	504	0.6392	0.5145	0.6392	0.7995
1.0006	0.2519	506	0.6555	0.5017	0.6555	0.8096
1.0006	0.2529	508	0.7521	0.4846	0.7521	0.8673
1.0006	0.2539	510	0.7345	0.5123	0.7345	0.8570
1.0006	0.2549	512	0.7091	0.4975	0.7091	0.8421

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ASAP_FineTuningBERT_AugV4_k20_task1_organization_fold1

ASAP_FineTuningBERT_AugV4_k20_task1_organization_fold1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ASAP_FineTuningBERT_AugV4_k20_task1_organization_fold1